Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: SCFD1

Gene summary for SCFD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCFD1

Gene ID

23256

Gene namesec1 family domain containing 1
Gene AliasC14orf163
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q8WVM8


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
23256SCFD1CCI_1HumanCervixCC1.95e-036.29e-010.528
23256SCFD1CCI_2HumanCervixCC7.89e-069.42e-010.5249
23256SCFD1CCI_3HumanCervixCC2.97e-036.03e-010.516
23256SCFD1LZE2THumanEsophagusESCC1.59e-033.31e-010.082
23256SCFD1LZE4THumanEsophagusESCC7.77e-173.80e-010.0811
23256SCFD1LZE5THumanEsophagusESCC1.02e-075.18e-010.0514
23256SCFD1LZE7THumanEsophagusESCC3.32e-031.14e-010.0667
23256SCFD1LZE8THumanEsophagusESCC3.04e-085.49e-020.067
23256SCFD1LZE20THumanEsophagusESCC2.80e-061.37e-010.0662
23256SCFD1LZE22D1HumanEsophagusHGIN2.22e-022.82e-020.0595
23256SCFD1LZE22THumanEsophagusESCC3.46e-055.18e-010.068
23256SCFD1LZE24THumanEsophagusESCC1.34e-122.92e-010.0596
23256SCFD1P1T-EHumanEsophagusESCC1.51e-022.30e-010.0875
23256SCFD1P2T-EHumanEsophagusESCC8.15e-223.58e-010.1177
23256SCFD1P4T-EHumanEsophagusESCC4.40e-275.47e-010.1323
23256SCFD1P5T-EHumanEsophagusESCC1.58e-235.24e-010.1327
23256SCFD1P8T-EHumanEsophagusESCC2.46e-488.31e-010.0889
23256SCFD1P9T-EHumanEsophagusESCC2.06e-101.98e-010.1131
23256SCFD1P10T-EHumanEsophagusESCC1.00e-274.38e-010.116
23256SCFD1P11T-EHumanEsophagusESCC6.04e-114.62e-010.1426
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:003133010CervixCCnegative regulation of cellular catabolic process63/2311262/187231.10e-075.68e-0663
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:00323868CervixCCregulation of intracellular transport71/2311337/187233.70e-069.74e-0571
GO:00068927CervixCCpost-Golgi vesicle-mediated transport28/2311104/187234.31e-056.61e-0428
GO:00106399CervixCCnegative regulation of organelle organization68/2311348/187237.40e-051.03e-0368
GO:000166610CervixCCresponse to hypoxia61/2311307/187231.04e-041.34e-0361
GO:007048210CervixCCresponse to oxygen levels67/2311347/187231.21e-041.51e-0367
GO:00162367CervixCCmacroautophagy58/2311291/187231.40e-041.70e-0358
GO:00481938CervixCCGolgi vesicle transport58/2311296/187232.24e-042.54e-0358
GO:003629310CervixCCresponse to decreased oxygen levels62/2311322/187232.29e-042.57e-0362
GO:00105067CervixCCregulation of autophagy61/2311317/187232.61e-042.87e-0361
GO:19021153CervixCCregulation of organelle assembly40/2311186/187232.92e-043.15e-0340
GO:00096369CervixCCresponse to toxic substance52/2311262/187233.34e-043.52e-0352
GO:00068907CervixCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum15/231152/187231.15e-039.39e-0315
GO:00000452CervixCCautophagosome assembly21/231199/187238.67e-034.46e-0221
GO:004819317EsophagusHGINGolgi vesicle transport83/2587296/187238.59e-118.89e-0983
GO:000989520EsophagusHGINnegative regulation of catabolic process87/2587320/187231.74e-101.68e-0887
GO:003133026EsophagusHGINnegative regulation of cellular catabolic process74/2587262/187236.27e-105.30e-0874
GO:001050616EsophagusHGINregulation of autophagy84/2587317/187231.39e-091.08e-0784
GO:001623616EsophagusHGINmacroautophagy77/2587291/187237.15e-094.61e-0777
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
SCFD1SNVMissense_Mutationc.1193N>Gp.Leu398Argp.L398RQ8WVM8protein_codingdeleterious(0)benign(0.301)TCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SCFD1SNVMissense_Mutationc.673C>Ap.Leu225Ilep.L225IQ8WVM8protein_codingdeleterious(0.02)possibly_damaging(0.811)TCGA-BH-A0DK-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SCFD1SNVMissense_Mutationc.617C>Tp.Ala206Valp.A206VQ8WVM8protein_codingtolerated(0.47)benign(0.009)TCGA-BH-A0EI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCFD1SNVMissense_Mutationnovelc.34N>Cp.Ala12Prop.A12PQ8WVM8protein_codingtolerated(0.18)possibly_damaging(0.665)TCGA-BH-A18F-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SCFD1SNVMissense_Mutationc.1736N>Cp.Ser579Thrp.S579TQ8WVM8protein_codingtolerated(0.45)benign(0.056)TCGA-E9-A1R4-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
SCFD1SNVMissense_Mutationnovelc.730N>Ap.Asp244Asnp.D244NQ8WVM8protein_codingtolerated(0.31)possibly_damaging(0.528)TCGA-E9-A2JT-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SCFD1SNVMissense_Mutationnovelc.57N>Cp.Gln19Hisp.Q19HQ8WVM8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SCFD1SNVMissense_Mutationc.1244C>Ap.Ala415Glup.A415EQ8WVM8protein_codingtolerated(1)benign(0.011)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SCFD1SNVMissense_Mutationrs561696273c.320N>Ap.Arg107Glnp.R107QQ8WVM8protein_codingtolerated(0.7)benign(0.022)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCFD1SNVMissense_Mutationnovelc.829N>Cp.Tyr277Hisp.Y277HQ8WVM8protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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